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» Application of Level Set Methods in Computer Vision
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ICCV
2003
IEEE
15 years 7 months ago
Unsupervised Non-parametric Region Segmentation Using Level Sets
We present a novel non-parametric unsupervised segmentation algorithm based on Region Competition [21]; but implemented within a Level Sets framework [11]. The key novelty of the ...
Timor Kadir, Michael Brady
129
Voted
ICCV
2009
IEEE
16 years 7 months ago
Level Set Segmentation with Both Shape and Intensity Priors
We present a new variational level-set-based segmentation formulation that uses both shape and intensity prior information learned from a training set. By applying Bayes’ rule...
Siqi Chen and Richard J. Radke
134
Voted
EMMCVPR
2005
Springer
15 years 7 months ago
Energy Minimization Based Segmentation and Denoising Using a Multilayer Level Set Approach
This paper is devoted to piecewise-constant segmentation of images using a curve evolution approach in a variational formulation. The problem to be solved is also called the minima...
Ginmo Chung, Luminita A. Vese
122
Voted
ICPR
2002
IEEE
16 years 3 months ago
Level-Set Evolution with Region Competition: Automatic 3-D Segmentation of Brain Tumors
Sean Ho, Elizabeth Bullitt, Guido Gerig
ECCV
2000
Springer
16 years 4 months ago
Coupled Geodesic Active Regions for Image Segmentation: A Level Set Approach
Abstract. This paper presents anovel variational method forimage segmentation that uni es boundary and region-based information sources under the Geodesic Active Region framework. ...
Nikos Paragios, Rachid Deriche